PPT-The “curse of dimensionality”

And the impossibility of utility maximisation From indifference Concept of subjective utility dates back at least to Aristotle made central tenet of economics and philosophy by Jeremy Bentham . . local. image . descriptors. . into. . compact. . codes. Authors. :. Hervé. . Jegou. Florent. . Perroonnin. Matthijs. . Douze. Jorge. . Sánchez. Patrick . Pérez. Cordelia. Schmidt. Presented. Dimensionality Reduction. Author: . Christoph. . Eick. The material is mostly based on the . Shlens. PCA. Tutorial . http://www2.cs.uh.edu/~. ceick/ML/pca.pdf. . and . to a lesser extend based on material . Computer Graphics Course. June 2013. What is high dimensional data?. Images. Videos. Documents. Most data, actually!. What is high dimensional data?. Images – dimension 3·X·Y. Videos – dimension of image * number of frames. Many . of God’s people suffering because of curses directed against them or in their. blood line. They do not know how to fight the power of these curses, or how these curses. invaded their lives.. Principle Component Analysis. Why Dimensionality Reduction?. It becomes more difficult to extract meaningful conclusions from a data set as data dimensionality increases--------D. L. . Donoho. Curse of dimensionality. These can be found in the ‘Worshipping the Gods’ section of the museum as well as in the corridor by the sacred spring.. The museum’s interactive displays are particularly good for explaining how and why curses were used.. Why the Big Fuss about Freedom?. The aim of liberal education is to cultivate the intelligent use of freedom.. The aim of psychotherapy is to develop inner freedom.. Abuse of freedom brings destruction to self and others.. Devansh Arpit. Motivation. Abundance of data. Required storage space explodes!. Images. Documents. Videos. Motivation. Speedup Algorithms. Motivation. Dimensionality reduction for noise filtering. Vector Representation. John A. Lee, Michel Verleysen. 1. Dimensionality Reduction. By: . sadatnejad. دانشگاه صنعتي اميرکبير. (. پلي تکنيک تهران). Dim. Reduction- . Practical Motivations . 2. Weiqiang Dong. 1. Function Estimate . Input: . O. utput: . where . (“target function”) is a single valued deterministic function of . and . is a random variable,. The goal is to obtain an . estimate. John A. Lee, Michel Verleysen, . Chapter4 . 1. Distance Preservation. دانشگاه صنعتي اميرکبير. (. پلي تکنيک تهران). 2. The motivation behind distance preservation is that any . Prophecy of Jesus. First and Second Adam. Abounding Grace. Prophecy of Jesus. The God of conflict (enmity) – ill will on one side or both; hatred; especially mutual antagonism. The serpent is attempting to do two things:. . Stolen items mentioned on the curses:. A Caracalla, or hooded cloak, is mentioned on two of the curses. (‘Caracalla’ was the nickname of the Emperor . Antoninus. who ruled from 211-17 A.D.) . Md. . . Sujan. . Ali. Associate Professor. Dept. of Computer Science and Engineering. Jatiya. . Kabi. . Kazi. . Nazrul. Islam University. Dimensionality Reduction and Classification. V. ariance.